Der The Aggregate — LLM benchmark aggregate MCP-Server,
verbunden mit einem Klick.

get_leaderboard — Top of the cross-benchmark aggregate ranking: every model placed on one Elo scale by an IRT model fit over ~5,000 public benchmark leaderboa

search_models — Find ranked models by (partial) name or provider. Returns rank, Elo and the model page URL. One row per model by default, fused across reaso

get_model — One model in depth: aggregate rank, Elo with standard error, provider, what it is, cost per task where known, and its most notable benchmark

compare_models — Head-to-head between 2-4 models: aggregate ranks, Elo gap with a significance note based on the standard errors, and notable benchmarks they

search_benchmarks — Find benchmarks in the aggregate by (partial) name. Returns model coverage, difficulty on the Elo scale, and the benchmark page URL.

get_benchmark — One benchmark in depth: what it measures, the original source leaderboard URL, IRT stats (difficulty, noise, model coverage), skill weights,

get_prediction_duel — Guesswork — the public prediction duel: every day frontier LLMs and The Aggregate's own IRT model predict newly scraped benchmark scores bef

about_the_aggregate — What this data is: how the IRT fusion works, current coverage counts, update cadence, and how to cite it.